Job Location: Bengaluru
Aufgaben
Responsibilities
- Responsible to propose the solutions and drive them to logical conclusions.
- Responsible for creating evaluation framework and pipelines to evaluate CNN performance
- Develop KPIโs for Perception, Fusion and Planning SW to provide feedback on SW performance to Developers
- Identify the appropriate tools and technologies to implement KPIโs
- Responsible for establishing best practices and processes.
- Responsible to interact with Developers in Mercedes and NVIDIA to understand the requirement and prepare KPIโs to evaluate the SW module
- Mentoring team to build team competency
Technical Skill Set
- Good Understanding of architecture for data driven SW.
- Strong Understanding of Object oriented programming in python and cpp.
- Experience with Convolutional Neural Networks (CNNs) or other machine learning based models
- Good understanding on the training and especially evaluation of CNN models
- Ideally experience/knowledge of models for object detection, sensor fusion, prediction, planning & control, …
- Can identify problems with specific architectures of CNNs
- A plus is automotive experience, ideally in the field of “Advanced Driver Assistance Systems” (ADAS)
- Well versed with Cloud technologies.
Qualifikationen
Soft Skills
- Drive to win attitude
- Ability to drive and work on a topic in an independent way. We will be a small team in the beginning supporting multiple topics. A certain degree of independent decision making and taking on responsibilities is expected.
- Ability to work with fast changing requirements
- Ability to propose new ideas and drive them to logical conclusions
Qualification:
BE in Computer science/IT
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